Klaus-Robert Müller

Citée par

	Toutes	Depuis 2016
Citations	87951	44004
indice h	130	94
indice i10	456	346

12000

6000

3000

9000

2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021298 495 663 1145 1577 1849 2343 2716 2874 3203 3388 3776 4204 4444 4716 5022 5253 6294 7582 9461 11906 3418

Accès public

Tout afficher

195 articles

41 articles

disponibles

non disponibles

Sur la base des exigences liées au financement

Coauteurs

Benjamin BlankertzTechnische Universität Berlin, Neurotechnology groupAdresse e-mail validée de tu-berlin.de
Wojciech SamekHead of AI Department and Explainable AI Group, Fraunhofer HHI, GermanyAdresse e-mail validée de hhi.fraunhofer.de
Gunnar RätschProfessor, ETH ZürichAdresse e-mail validée de inf.ethz.ch
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedAdresse e-mail validée de tuebingen.mpg.de
Grégoire MontavonTechnische Universität BerlinAdresse e-mail validée de tu-berlin.de
Sebastian MikacomtravoAdresse e-mail validée de comtravo.com
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalAdresse e-mail validée de atr.jp
Alex SmolaAmazon Web ServicesAdresse e-mail validée de smola.org
Alexandre TkatchenkoProfessor of Physics, University of Luxembourg; Visiting Professor, Berlin Big Data CenterAdresse e-mail validée de uni.lu
Andreas ZiehePostdoc researcher, TU BerlinAdresse e-mail validée de cs.tu-berlin.de
Alexander BinderAssociate Professor, University of Oslo (UiO)Adresse e-mail validée de ifi.uio.no
Matthias KrauledatRhine-Waal University of Applied SciencesAdresse e-mail validée de hochschule-rhein-waal.de
Frank C. MeineckeResearch Associate, TU BerlinAdresse e-mail validée de tu-berlin.de
Carmen VidaurreBerlin University of Technology, Universidad Pública de NavarraAdresse e-mail validée de unavarra.es
Michael TangermannBrain State Decoding Lab and Autonomous Intelligent Systems Lab, University of Freiburg, GermanyAdresse e-mail validée de blbt.uni-freiburg.de
Guido NolteDept. of Neurophysiology and Pathophysiology, UKE, HamburgAdresse e-mail validée de uke.de
Siamac FazliNazarbayev UniversityAdresse e-mail validée de nu.edu.kz
Claudia SannelliMedtronicAdresse e-mail validée de medtronic.com
Kristof T. SchüttTechnische Universität BerlinAdresse e-mail validée de tu-berlin.de
Matthias RuppUniversity of KonstanzAdresse e-mail validée de uni-konstanz.de

Klaus-Robert Müller

TU Berlin & Korea University & MPII & Google Brain

Adresse e-mail validée de tu-berlin.de

Machine learning artificial intelligence big data computational neuroscience


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Nonlinear component analysis as a kernel eigenvalue problem B Schölkopf, A Smola, KR Müller Neural computation 10 (5), 1299-1319, 1998	9411*	1998
An introduction to kernel-based learning algorithms KR Müller, S Mika, G Rätsch, K Tsuda, B Schölkopf IEEE Transactions on Neural Networks 12 (2), 181 - 201, 2001	4481	2001
Efficient backprop Y LeCun, L Bottou, G Orr, KR Müller Neural networks: Tricks of the trade 7700, 9-53, 2012	4068	2012
Fisher discriminant analysis with kernels S Mika, G Rätsch, J Weston, B Schölkopf, KR Müller Neural Networks for Signal Processing IX, 1999. Proceedings of the 1999 IEEE …, 1999	3459	1999
Kernel principal component analysis B Schölkopf, A Smola, KR Müller Artificial Neural Networks—ICANN'97, 583-588, 1997	2503	1997
Optimizing spatial filters for robust EEG single-trial analysis B Blankertz, R Tomioka, S Lemm, M Kawanabe, KR Müller IEEE Signal processing magazine 25 (1), 41-56, 2008	1783	2008
On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation S Bach, A Binder, G Montavon, F Klauschen, KR Müller, W Samek PloS one 10 (7), e0130140, 2015	1636	2015
Input space versus feature space in kernel-based methods B Schölkopf, S Mika, CJC Burges, P Knirsch, KR Müller, G Rätsch, ... IEEE transactions on neural networks 10 (5), 1000-1017, 1999	1572	1999
Soft margins for AdaBoost G Rätsch, T Onoda, KR Müller Machine learning 42 (3), 287-320, 2001	1505	2001
Predicting time series with support vector machines KR Müller, A Smola, G Rätsch, B Schölkopf, J Kohlmorgen, V Vapnik Artificial Neural Networks—ICANN'97, 999-1004, 1997	1235	1997
Kernel PCA and De-noising in feature spaces. S Mika, B Schölkopf, AJ Smola, KR Müller, M Scholz, G Rätsch Advances of Neural Information Processing Systems (NIPS) 11, 536-542, 1998	1228	1998
Fast and accurate modeling of molecular atomization energies with machine learning M Rupp, A Tkatchenko, KR Müller, OA Von Lilienfeld Physical review letters 108 (5), 058301, 2012	1218	2012
Methods for interpreting and understanding deep neural networks G Montavon, W Samek, KR Müller Digital Signal Processing 73, 1-15, 2018	1067	2018
Single-trial analysis and classification of ERP components—a tutorial B Blankertz, S Lemm, M Treder, S Haufe, KR Müller NeuroImage 56 (2), 814-825, 2011	1026	2011
The non-invasive Berlin brain–computer interface: fast acquisition of effective performance in untrained subjects B Blankertz, G Dornhege, M Krauledat, KR Müller, G Curio NeuroImage 37 (2), 539-550, 2007	862	2007
The BCI competition III: Validating alternative approaches to actual BCI problems B Blankertz, KR Müller, DJ Krusienski, G Schalk, JR Wolpaw, A Schlogl, ... IEEE transactions on neural systems and rehabilitation engineering 14 (2 …, 2006	825	2006
The connection between regularization operators and support vector kernels AJ Smola, B Schölkopf, KR Müller Neural networks 11 (4), 637-649, 1998	811	1998
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials B Blankertz, KR Müller, G Curio, TM Vaughan, G Schalk, JR Wolpaw, ... IEEE transactions on biomedical engineering 51 (6), 1044-1051, 2004	800	2004
Combining brain–computer interfaces and assistive technologies: state-of-the-art and challenges JR Millán, R Rupp, G Mueller-Putz, R Murray-Smith, C Giugliemma, ... Frontiers in neuroscience 4, 161, 2010	778	2010
Toward Brain-Computer Interfacing G Dornhege, JR Millán, T Hinterberger, DJ McFarland, KR Müller The MIT Press, 2007	723	2007

Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.

Articles 1–20

Nombre de citations par an

Citations en double

Citations fusionnées

Ajouter les coauteursCoauteurs

Importer un PDF

Suivre les mises à jour de cet auteur

Citée par

Coauteurs